Pith Number

pith:47XJYOBM

pith:2026:47XJYOBM7IEZASFCEOBHYD3IDI

not attested not anchored not stored refs pending

Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation

Anirudh Kalyan, Cosmin Anitescu, Somdatta Goswami, Sundararajan Natarajan, Timon Rabczuk, Xiaoying Zhuang

arxiv:2606.10601 v1 · 2026-06-09 · math.NA · cs.AI · cs.LG · cs.NA

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{47XJYOBM7IEZASFCEOBHYD3IDI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-10T01:10:28.921068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7ee9c382cfa099048a223827c0f681a0f0946aef955ffacc742e4b93b780b13

Aliases

arxiv: 2606.10601 · arxiv_version: 2606.10601v1 · doi: 10.48550/arxiv.2606.10601 · pith_short_12: 47XJYOBM7IEZ · pith_short_16: 47XJYOBM7IEZASFC · pith_short_8: 47XJYOBM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/47XJYOBM7IEZASFCEOBHYD3IDI \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e7ee9c382cfa099048a223827c0f681a0f0946aef955ffacc742e4b93b780b13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baefa9a59a4186c7ca7c45d762d013d75d03e8566fa45b58c5d038e728e9f959",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2026-06-09T09:04:32Z",
    "title_canon_sha256": "22e134b1e564ef3bf2093a36ba69a5892405061b7ca0cf4dcd70479467bd5d41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10601",
    "kind": "arxiv",
    "version": 1
  }
}